INDUSTRY INDEX DESIGN
B2B SaaS AI Visibility Index Methodology
This index design adapts the CBI measurement standard to use-case fit, implementation, integrations and adoption. It is built for CMO, product marketing, RevOps and enterprise software buyers. No company has been scored in this methodological release.
INDUSTRY INDEX DESIGN
Priority Question Families
Discovery
Which providers are eligible for the category and priority use cases?
Comparison
How do options differ on use-case fit, implementation, integrations and adoption?
Risk and proof
Which concerns surface, and what public evidence supports the answer?
INDUSTRY INDEX DESIGN
Index Dimensions
P
Presence
Entity appearance across eligible questions.
R
Recommendation
Explicit, use-case-bound suggestions.
F
Framing
Strengths, cautions and fit conditions.
C
Citations
Source support, diversity and provenance.
S
Stability
Agreement across controlled repetitions.
INDUSTRY INDEX DESIGN
Release Condition
No observed B2B SaaS ranking exists yet
A future release must name the companies, freeze the buyer-question corpus, document surfaces and collection dates, preserve answer evidence, apply the published codebook and disclose limitations.
Review the industry weighting scorecards / Explore the Buyer Question Atlas
Next Useful Step
Request An AI Visibility Diagnostic
Choose one company, one competitive set and one revenue-critical buyer journey. We will identify the decision questions, representation gaps and evidence requirements that matter most.